AI tools typically generate a rough range based on common claim patterns. That can be useful when you want a ballpark. But Covington’s collision dynamics can create variables that generic models don’t “see,” such as:
- Turning and yielding disputes near busy intersections (where timing and sightlines matter)
- Sudden traffic flow changes around event nights and peak commuting windows
- Road surface and construction conditions that may affect braking distance and maneuverability
- Vehicle crowding in dense areas, where insurers may argue the motorcycle share of fault
Even two riders with the same diagnosis may receive different settlement outcomes if the evidence tells different stories about what happened and when.


